Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "7"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 7 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 113 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 111 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 7, Node N02:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459932 digital_ok 100.00% - - - - - -0.627651 -1.250951 0.428561 3.177921 -0.411312 -0.146229 19.580622 24.389279 nan nan nan nan nan
2459929 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.195757 -0.208647 0.884426 1.968339 0.898367 5.033211 1.289850 2.267811 0.7686 0.7631 0.2101 nan nan
2459928 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.106341 -1.129309 0.976874 3.437169 -0.400499 -0.426468 9.651523 9.518358 0.6365 0.6307 0.4008 nan nan
2459927 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.112391 -0.558525 0.751261 3.107515 0.829606 3.108975 8.894341 7.769441 0.5749 0.5811 0.3299 nan nan
2459926 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.050939 2.034309 0.896713 2.614396 0.814370 3.833986 1.584323 4.356827 0.7663 0.7712 0.2211 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.088492 -1.088307 0.935715 3.578440 -0.677736 2.342839 1.021493 2.074369 0.7591 0.7451 0.2340 nan nan
2459924 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.310749 -1.350132 1.020994 3.474295 -0.251258 1.395320 4.706433 5.929709 0.6649 0.6656 0.3805 nan nan
2459923 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.529644 -1.277644 0.992081 3.496207 0.420783 2.350402 2.514028 5.965735 0.6995 0.7035 0.3514 nan nan
2459922 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.393640 -1.384922 0.527375 2.492602 -0.232350 -0.322410 13.376896 7.645755 0.6515 0.6550 0.4030 nan nan
2459921 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.298952 -1.044725 0.465090 3.017584 -0.117814 0.150677 12.906325 11.990002 0.6529 0.6552 0.4106 nan nan
2459920 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.303883 -1.113546 0.593198 2.570044 0.289850 0.265747 21.471205 19.570493 0.6494 0.6568 0.4185 nan nan
2459919 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.296619 -0.846407 0.756119 2.851298 0.322132 -0.180202 21.926348 17.058395 0.6440 0.6521 0.3916 nan nan
2459918 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.544915 -1.071686 0.631844 2.769797 0.131716 -0.821284 15.405665 13.588661 0.6677 0.6680 0.4007 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.855110 -1.158227 0.950483 3.078705 -0.445641 2.898762 17.227454 17.387115 0.7004 0.6951 0.4666 nan nan
2459916 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.159602 -0.736781 0.731281 2.798032 -0.071464 0.310578 23.230720 20.908508 0.6632 0.6666 0.4053 nan nan
2459915 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.404948 -1.288753 0.999018 3.335051 0.702863 -0.277009 11.273388 6.792430 0.7018 0.6988 0.3691 nan nan
2459914 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.607589 -1.380575 1.021224 3.550232 0.736207 0.303743 4.551805 8.586568 0.7190 0.7218 0.3158 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.363421 -0.887287 0.873581 2.751160 0.481593 -0.046004 13.282173 15.272313 0.6848 0.6688 0.4119 nan nan
2459912 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.233668 -0.870861 0.687375 2.597192 -0.374753 0.111085 11.460701 13.438928 0.6565 0.6624 0.4058 nan nan
2459911 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.097308 -0.926379 0.705757 2.556861 -0.504945 0.198507 8.820813 9.654443 0.6553 0.6618 0.4105 nan nan
2459910 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.886234 -0.862426 0.661427 2.490691 -0.147806 0.307367 9.626066 7.311589 0.6601 0.6638 0.4096 nan nan
2459909 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.045833 -0.698735 0.648042 2.475914 0.257700 0.076963 13.482358 14.578640 0.6568 0.6613 0.4100 nan nan
2459908 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.031317 -0.661767 0.607103 2.417072 -0.314294 -0.081953 15.082162 16.790118 0.6643 0.6722 0.4066 nan nan
2459907 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.155005 -0.753689 0.590433 2.577117 -0.276458 -0.147174 10.791637 12.232897 0.6632 0.6671 0.4036 nan nan
2459906 digital_ok 100.00% 26.11% 26.11% 0.00% - - -1.242016 -0.859478 0.635004 2.565267 0.254428 0.398475 15.842524 19.982745 0.5135 0.5124 0.3226 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.208447 -0.681909 0.736044 2.521547 -0.469739 0.224194 9.866774 15.907942 0.6415 0.6537 0.4111 nan nan
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.077443 -0.904880 0.851439 2.775868 -0.394919 -0.373148 20.430145 29.887682 0.6454 0.6535 0.4039 nan nan
2459903 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.042302 -1.059731 0.765973 2.685001 -0.396782 -0.675121 20.406861 27.991010 0.6558 0.6593 0.4045 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.208221 -0.849093 0.775952 2.640595 -0.122944 -0.545025 12.652693 15.355496 0.6622 0.6613 0.3963 nan nan
2459901 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.862466 -0.458521 0.762121 2.571873 -0.162117 0.343923 12.870226 14.717956 0.6082 0.6066 0.3410 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.935367 -0.705961 0.160558 0.283989 0.092513 1.706336 10.270807 21.047802 0.6622 0.6685 0.4007 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.870433 -0.643533 0.067261 0.410767 0.200499 1.519096 17.297468 18.334858 0.6641 0.6701 0.3995 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.945641 -0.858708 0.140963 0.246503 -0.764094 1.886153 11.133843 6.899325 0.6645 0.6746 0.3975 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.762707 -0.820273 0.490254 0.140289 0.292203 -0.212559 1.341134 1.466102 0.7620 0.7497 0.2680 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.157509 -0.796634 0.135793 0.306810 -0.312793 0.440199 13.221590 9.972816 0.6787 0.6762 0.3796 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.933578 -0.860121 -0.127260 -0.054131 -0.188514 1.319661 16.837415 12.479838 0.6787 0.6790 0.3859 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.902745 -0.877031 -0.104302 -0.154856 -0.429464 0.926356 13.170105 10.631943 0.6758 0.6819 0.3867 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.053643 -1.092035 -0.203023 -0.095729 -0.554453 1.005533 9.923982 10.364320 0.6664 0.6697 0.3907 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.003651 -1.119837 0.196225 -0.297833 -0.294582 0.133466 7.360499 12.931282 0.6693 0.6677 0.3905 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.006061 -1.144105 -0.294401 -0.171297 0.444540 1.405885 17.931193 19.525977 0.6797 0.6747 0.3880 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.891094 -1.144293 0.043167 -0.198851 0.254373 0.433233 5.299779 5.908010 0.6923 0.6902 0.3842 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.807786 -0.892519 0.147122 -0.381166 0.250123 2.228109 8.417034 8.785600 0.6789 0.6743 0.3933 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.014553 -1.079530 -0.053479 -0.702893 0.160474 -0.047397 1.477502 0.046630 0.7566 0.7421 0.3414 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - -2.002913 -2.002301 0.244434 0.749028 -0.038214 0.559560 3.841649 3.402798 0.7243 0.7128 0.3591 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.900948 -0.836927 0.003613 -0.392403 -0.079946 2.371880 6.830528 10.629103 0.6794 0.6725 0.3948 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.801088 -1.673645 0.156609 0.712016 -0.299258 0.032099 14.395313 26.796437 0.6825 0.6806 0.3854 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - -2.914603 -2.391522 0.804210 0.167479 -0.047623 0.154848 7.016259 12.847687 0.6845 0.6807 0.3829 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.346904 -0.969328 0.881098 1.048804 -0.725669 1.182017 13.434623 27.174221 0.7191 0.7225 0.3331 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.944290 -1.926712 0.700569 0.537543 -0.167915 0.274897 7.350503 16.669169 0.6765 0.6759 0.3939 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.628015 -0.584010 0.189955 -0.070188 -0.130119 0.588627 5.112540 10.789887 0.6646 0.6736 0.4082 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.629602 -1.421903 0.651223 0.887032 -0.788288 0.588789 12.137222 26.112155 0.6678 0.6804 0.4006 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.667066 -1.025535 0.308807 0.457276 0.364026 12.260282 23.507818 9.981375 0.6949 0.6800 0.3906 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - -2.270306 -1.918192 0.510055 0.714941 0.044720 1.272652 3.591543 8.318162 0.6998 0.6965 0.3968 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - -2.250453 -1.845852 -0.365833 -0.174725 0.766121 1.276394 5.760517 16.594495 0.6915 0.6748 0.3843 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.995158 -1.388076 0.274148 -0.107346 0.288676 0.590756 1.482281 8.871229 0.6980 0.6730 0.3827 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.883117 -1.023694 -0.055153 0.534560 0.854061 4.007650 2.976216 15.384557 0.6931 0.6775 0.3913 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.617027 -1.321926 0.186046 0.908945 0.009117 0.764334 2.273905 7.310182 0.7000 0.6766 0.3864 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - -2.102616 -1.815706 -0.085456 0.329751 0.670051 1.198079 4.336016 21.433106 0.7032 0.6792 0.3903 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.754387 -1.619463 -0.249917 1.565089 1.410585 5.516240 10.439987 10.574691 0.7115 0.6989 0.3852 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.794141 -1.852378 0.615812 0.977852 0.321609 -0.055454 3.075866 28.050111 0.6898 0.6754 0.4002 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.104869 -1.438328 -0.048619 0.608036 -0.022964 -0.407353 1.387857 19.882904 0.7021 0.6800 0.4003 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.821691 -1.467652 0.014643 0.376470 0.202719 -0.165950 0.422243 7.584386 0.7025 0.6817 0.3937 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.143061 -1.321779 11.356302 7.417229 1.147497 0.635850 2.440373 9.701686 0.7178 0.7000 0.3581 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.032276 -2.405635 1.151339 -0.145204 -0.093387 0.090465 1.780768 30.546739 0.6935 0.6696 0.4117 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.183118 -1.319351 0.582823 0.372986 -0.771191 0.283019 1.266770 14.690695 0.6879 0.6613 0.4015 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.509441 -1.366690 0.625832 -0.414436 -0.502014 -0.110402 0.176112 8.121194 0.6764 0.6882 0.4162 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.099446 -0.751942 0.604471 0.578197 -0.614074 0.427473 0.716083 15.755682 0.7063 0.6757 0.4121 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.279936 -1.224811 0.605373 -0.367049 0.605781 0.687023 0.810766 12.936915 0.7124 0.6716 0.4132 nan nan
2459859 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.907150 -0.930763 0.530214 0.547893 -0.376320 0.542284 0.428850 7.382327 0.7159 0.6749 0.4081 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.854889 -0.576090 0.609411 0.480509 -0.465538 1.129557 0.809290 14.535296 0.7270 0.6820 0.4233 2.736710 2.592722
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.489275 -0.872867 0.311337 0.135996 0.430370 0.979096 0.848622 4.565037 0.0868 0.0828 0.0133 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.305652 -1.487090 0.349102 -0.502249 -0.325822 0.113022 0.588087 6.276518 0.7193 0.6942 0.4085 2.881931 2.720441
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.617118 -1.863536 0.214979 -0.753442 -0.749963 0.185076 0.048331 7.140344 0.6959 0.7037 0.4496 3.005392 2.891065
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.604087 -1.386179 -0.243034 -0.901806 -0.895605 0.049504 0.276321 10.873425 0.7207 0.7410 0.4423 2.697843 2.544004
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.485003 -1.162996 -0.193636 -0.975480 -0.591569 0.089701 1.512155 15.191707 0.7420 0.6854 0.4306 2.922575 2.856343
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 7.57% -0.458441 -1.288225 -0.226543 -0.906065 0.221433 0.475255 1.949705 2.017203 0.8233 0.8270 0.2508 2.782838 2.879193
2459851 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.058043 -1.442580 -0.370594 -0.921027 -0.500640 0.845478 0.380851 17.339803 0.7384 0.7472 0.3581 3.086562 2.982905
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.018378 -1.337139 -0.187669 -0.525338 0.348663 0.166604 0.638095 16.299940 0.7362 0.7400 0.3643 3.861710 3.510532
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.871105 -1.164794 -0.800371 0.429635 -0.177500 1.462356 0.868358 12.176497 0.7177 0.7405 0.3805 2.999462 2.900424
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.791541 -1.176165 -0.774806 0.551802 -0.179128 0.090923 0.283549 11.383624 0.7215 0.6768 0.4342 3.058823 2.859703
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.986230 -0.982748 -0.538319 0.603679 -0.523192 0.160979 0.365094 6.664838 0.8355 0.6757 0.4985 3.058121 3.099226
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.340604 -1.141851 -0.687183 0.440322 0.333198 0.312294 1.478844 9.213283 0.7389 0.7471 0.3735 5.469141 5.367610
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.655124 1.825787 -0.984828 0.915915 0.675981 1.183987 0.341985 3.370621 0.1025 0.1067 0.0209 nan nan
2459843 digital_ok 100.00% 0.66% 0.66% 0.00% 100.00% 0.00% -0.117275 -1.306462 -1.149996 -0.892427 0.071676 0.011803 0.481651 14.646545 0.7438 0.7423 0.3938 4.262610 4.020635
2459839 digital_ok 100.00% - - - - - 14.494798 18.639942 96.842018 101.666527 nan nan -29.231224 -30.920487 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.565202 -1.495971 -0.039868 -0.460567 -0.667253 0.868917 0.380765 7.601533 0.0511 0.0537 0.0093 1.305727 1.291662
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0938 0.0644 0.0140 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.023014 -0.472209 -0.621317 -0.931943 5.405208 6.810993 30.328178 35.403296 0.0943 0.0649 0.0138 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.788325 0.813348 -0.880162 -0.810022 13.818419 15.439660 30.757427 36.563631 0.0865 0.0645 0.0080 nan nan
2459832 digital_ok 100.00% 0.00% 16.13% 0.00% 100.00% 0.00% -0.942873 -1.117721 -0.201153 -0.651515 -0.456023 -0.899052 0.795148 8.134188 0.7478 0.4356 0.5761 2.836360 2.699891
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.027462 1.768013 -0.669881 -0.007159 0.220334 -0.791950 0.732274 0.449882 0.0372 0.0403 0.0012 nan nan
2459830 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.732917 -1.321009 -0.013168 -0.450714 1.769550 1.522177 1.656352 14.052473 0.0542 0.0637 0.0127 1.283808 1.276457
2459829 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.704266 -1.890707 -0.164774 -0.491524 0.143087 0.228500 3.283286 29.713488 0.0616 0.0638 0.0091 19.151250 12.037044
2459828 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.534263 -0.946048 0.003253 -0.483329 0.004711 0.762367 4.706579 42.021504 0.0593 0.0704 0.0144 1.312584 1.304109
2459827 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.113635 -1.147840 0.875096 0.822608 -0.005495 4.066729 1.265590 7.194386 0.0692 0.0643 0.0098 1.257870 1.256182
2459826 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.597462 -0.579572 -0.186226 -0.613913 10.623472 9.786142 2.386569 4.956627 0.0694 0.0664 0.0124 1.112535 1.116409
2459824 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.217356 -0.833285 0.036548 -0.475561 8.440015 8.343996 10.873896 29.845771 0.0508 0.0562 0.0055 24.677699 19.834121
2459823 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.219268 -1.044600 0.950737 0.787282 0.007621 0.347846 -0.308359 6.011210 0.0511 0.0669 0.0093 1.249366 1.248400
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.284207 -1.412943 0.688733 0.107489 -0.268921 0.358208 -0.677828 0.682278 0.0762 0.0750 0.0151 1.225029 1.217156
2459821 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.956706 -1.013652 0.400197 0.208611 2.519120 3.271757 1.171723 2.045664 0.0794 0.0755 0.0164 1.231435 1.227849
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.513237 -1.273292 0.303532 -0.104124 -0.041079 1.073969 -0.039383 11.119925 0.7597 0.6595 0.4392 4.114971 4.888156
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.323986 -1.493712 0.204885 -0.168341 0.298157 0.258093 1.351403 2.696234 0.8000 0.6429 0.5238 1.880775 1.747764
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.102272 -1.019148 -0.118711 -0.332840 -0.487832 0.464190 0.518610 18.403619 0.8390 0.5827 0.6075 3.427020 3.444825
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.849538 -1.133814 -0.057536 -0.077464 -0.997266 0.578301 1.387095 11.788509 0.7877 0.6446 0.5305 3.648068 3.332572
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 7: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 24.389279 -1.250951 -0.627651 3.177921 0.428561 -0.146229 -0.411312 24.389279 19.580622

Antenna 7: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Variability 5.033211 -0.208647 -0.195757 1.968339 0.884426 5.033211 0.898367 2.267811 1.289850

Antenna 7: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 9.651523 -1.129309 -1.106341 3.437169 0.976874 -0.426468 -0.400499 9.518358 9.651523

Antenna 7: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 8.894341 -0.558525 -1.112391 3.107515 0.751261 3.108975 0.829606 7.769441 8.894341

Antenna 7: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 4.356827 2.034309 -1.050939 2.614396 0.896713 3.833986 0.814370 4.356827 1.584323

Antenna 7: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Power 3.578440 0.088492 -1.088307 0.935715 3.578440 -0.677736 2.342839 1.021493 2.074369

Antenna 7: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 5.929709 -1.310749 -1.350132 1.020994 3.474295 -0.251258 1.395320 4.706433 5.929709

Antenna 7: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 5.965735 -1.277644 -1.529644 3.496207 0.992081 2.350402 0.420783 5.965735 2.514028

Antenna 7: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 13.376896 -1.384922 -1.393640 2.492602 0.527375 -0.322410 -0.232350 7.645755 13.376896

Antenna 7: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 12.906325 -1.298952 -1.044725 0.465090 3.017584 -0.117814 0.150677 12.906325 11.990002

Antenna 7: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 21.471205 -1.113546 -1.303883 2.570044 0.593198 0.265747 0.289850 19.570493 21.471205

Antenna 7: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 21.926348 -1.296619 -0.846407 0.756119 2.851298 0.322132 -0.180202 21.926348 17.058395

Antenna 7: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 15.405665 -1.071686 -1.544915 2.769797 0.631844 -0.821284 0.131716 13.588661 15.405665

Antenna 7: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 17.387115 -1.158227 -0.855110 3.078705 0.950483 2.898762 -0.445641 17.387115 17.227454

Antenna 7: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 23.230720 -1.159602 -0.736781 0.731281 2.798032 -0.071464 0.310578 23.230720 20.908508

Antenna 7: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 11.273388 -1.404948 -1.288753 0.999018 3.335051 0.702863 -0.277009 11.273388 6.792430

Antenna 7: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.586568 -1.607589 -1.380575 1.021224 3.550232 0.736207 0.303743 4.551805 8.586568

Antenna 7: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 15.272313 -0.887287 -1.363421 2.751160 0.873581 -0.046004 0.481593 15.272313 13.282173

Antenna 7: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 13.438928 -0.870861 -1.233668 2.597192 0.687375 0.111085 -0.374753 13.438928 11.460701

Antenna 7: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 9.654443 -0.926379 -1.097308 2.556861 0.705757 0.198507 -0.504945 9.654443 8.820813

Antenna 7: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 9.626066 -0.862426 -0.886234 2.490691 0.661427 0.307367 -0.147806 7.311589 9.626066

Antenna 7: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 14.578640 -0.698735 -1.045833 2.475914 0.648042 0.076963 0.257700 14.578640 13.482358

Antenna 7: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 16.790118 -1.031317 -0.661767 0.607103 2.417072 -0.314294 -0.081953 15.082162 16.790118

Antenna 7: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.232897 -0.753689 -1.155005 2.577117 0.590433 -0.147174 -0.276458 12.232897 10.791637

Antenna 7: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 19.982745 -0.859478 -1.242016 2.565267 0.635004 0.398475 0.254428 19.982745 15.842524

Antenna 7: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 15.907942 -0.681909 -1.208447 2.521547 0.736044 0.224194 -0.469739 15.907942 9.866774

Antenna 7: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 29.887682 -0.904880 -1.077443 2.775868 0.851439 -0.373148 -0.394919 29.887682 20.430145

Antenna 7: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 27.991010 -1.059731 -1.042302 2.685001 0.765973 -0.675121 -0.396782 27.991010 20.406861

Antenna 7: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 15.355496 -1.208221 -0.849093 0.775952 2.640595 -0.122944 -0.545025 12.652693 15.355496

Antenna 7: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 7: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 14.717956 -0.862466 -0.458521 0.762121 2.571873 -0.162117 0.343923 12.870226 14.717956

Antenna 7: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 21.047802 -0.705961 -0.935367 0.283989 0.160558 1.706336 0.092513 21.047802 10.270807

Antenna 7: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 18.334858 -0.643533 -0.870433 0.410767 0.067261 1.519096 0.200499 18.334858 17.297468

Antenna 7: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 11.133843 -0.858708 -0.945641 0.246503 0.140963 1.886153 -0.764094 6.899325 11.133843

Antenna 7: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 1.466102 -0.762707 -0.820273 0.490254 0.140289 0.292203 -0.212559 1.341134 1.466102

Antenna 7: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 13.221590 -0.796634 -1.157509 0.306810 0.135793 0.440199 -0.312793 9.972816 13.221590

Antenna 7: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 16.837415 -0.933578 -0.860121 -0.127260 -0.054131 -0.188514 1.319661 16.837415 12.479838

Antenna 7: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 13.170105 -0.877031 -0.902745 -0.154856 -0.104302 0.926356 -0.429464 10.631943 13.170105

Antenna 7: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 10.364320 -1.053643 -1.092035 -0.203023 -0.095729 -0.554453 1.005533 9.923982 10.364320

Antenna 7: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.931282 -1.119837 -1.003651 -0.297833 0.196225 0.133466 -0.294582 12.931282 7.360499

Antenna 7: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 19.525977 -1.006061 -1.144105 -0.294401 -0.171297 0.444540 1.405885 17.931193 19.525977

Antenna 7: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 5.908010 -1.144293 -0.891094 -0.198851 0.043167 0.433233 0.254373 5.908010 5.299779

Antenna 7: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.785600 -0.892519 -0.807786 -0.381166 0.147122 2.228109 0.250123 8.785600 8.417034

Antenna 7: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 1.477502 -1.014553 -1.079530 -0.053479 -0.702893 0.160474 -0.047397 1.477502 0.046630

Antenna 7: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 3.841649 -2.002301 -2.002913 0.749028 0.244434 0.559560 -0.038214 3.402798 3.841649

Antenna 7: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 10.629103 -0.836927 -0.900948 -0.392403 0.003613 2.371880 -0.079946 10.629103 6.830528

Antenna 7: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 26.796437 -1.673645 -1.801088 0.712016 0.156609 0.032099 -0.299258 26.796437 14.395313

Antenna 7: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.847687 -2.391522 -2.914603 0.167479 0.804210 0.154848 -0.047623 12.847687 7.016259

Antenna 7: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 27.174221 -0.969328 -1.346904 1.048804 0.881098 1.182017 -0.725669 27.174221 13.434623

Antenna 7: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 16.669169 -1.926712 -1.944290 0.537543 0.700569 0.274897 -0.167915 16.669169 7.350503

Antenna 7: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 10.789887 -0.584010 -0.628015 -0.070188 0.189955 0.588627 -0.130119 10.789887 5.112540

Antenna 7: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 26.112155 -1.421903 -1.629602 0.887032 0.651223 0.588789 -0.788288 26.112155 12.137222

Antenna 7: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Discontinuties 23.507818 -1.667066 -1.025535 0.308807 0.457276 0.364026 12.260282 23.507818 9.981375

Antenna 7: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.318162 -2.270306 -1.918192 0.510055 0.714941 0.044720 1.272652 3.591543 8.318162

Antenna 7: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 16.594495 -2.250453 -1.845852 -0.365833 -0.174725 0.766121 1.276394 5.760517 16.594495

Antenna 7: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.871229 -1.995158 -1.388076 0.274148 -0.107346 0.288676 0.590756 1.482281 8.871229

Antenna 7: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 15.384557 -1.023694 -1.883117 0.534560 -0.055153 4.007650 0.854061 15.384557 2.976216

Antenna 7: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.310182 -1.321926 -1.617027 0.908945 0.186046 0.764334 0.009117 7.310182 2.273905

Antenna 7: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 21.433106 -2.102616 -1.815706 -0.085456 0.329751 0.670051 1.198079 4.336016 21.433106

Antenna 7: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 10.574691 -1.754387 -1.619463 -0.249917 1.565089 1.410585 5.516240 10.439987 10.574691

Antenna 7: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 28.050111 -0.794141 -1.852378 0.615812 0.977852 0.321609 -0.055454 3.075866 28.050111

Antenna 7: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 19.882904 -1.104869 -1.438328 -0.048619 0.608036 -0.022964 -0.407353 1.387857 19.882904

Antenna 7: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.584386 -1.467652 -0.821691 0.376470 0.014643 -0.165950 0.202719 7.584386 0.422243

Antenna 7: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Power 11.356302 0.143061 -1.321779 11.356302 7.417229 1.147497 0.635850 2.440373 9.701686

Antenna 7: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 30.546739 -2.405635 -1.032276 -0.145204 1.151339 0.090465 -0.093387 30.546739 1.780768

Antenna 7: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 14.690695 -1.183118 -1.319351 0.582823 0.372986 -0.771191 0.283019 1.266770 14.690695

Antenna 7: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.121194 -1.509441 -1.366690 0.625832 -0.414436 -0.502014 -0.110402 0.176112 8.121194

Antenna 7: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 15.755682 -0.751942 -1.099446 0.578197 0.604471 0.427473 -0.614074 15.755682 0.716083

Antenna 7: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.936915 -1.279936 -1.224811 0.605373 -0.367049 0.605781 0.687023 0.810766 12.936915

Antenna 7: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.382327 -0.907150 -0.930763 0.530214 0.547893 -0.376320 0.542284 0.428850 7.382327

Antenna 7: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 14.535296 -0.576090 -0.854889 0.480509 0.609411 1.129557 -0.465538 14.535296 0.809290

Antenna 7: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 4.565037 -0.872867 -0.489275 0.135996 0.311337 0.979096 0.430370 4.565037 0.848622

Antenna 7: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 6.276518 -1.305652 -1.487090 0.349102 -0.502249 -0.325822 0.113022 0.588087 6.276518

Antenna 7: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.140344 -1.863536 -1.617118 -0.753442 0.214979 0.185076 -0.749963 7.140344 0.048331

Antenna 7: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 10.873425 -1.386179 -1.604087 -0.901806 -0.243034 0.049504 -0.895605 10.873425 0.276321

Antenna 7: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 15.191707 -1.162996 -1.485003 -0.975480 -0.193636 0.089701 -0.591569 15.191707 1.512155

Antenna 7: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 2.017203 -0.458441 -1.288225 -0.226543 -0.906065 0.221433 0.475255 1.949705 2.017203

Antenna 7: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 7: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 17.339803 -1.058043 -1.442580 -0.370594 -0.921027 -0.500640 0.845478 0.380851 17.339803

Antenna 7: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 16.299940 -1.018378 -1.337139 -0.187669 -0.525338 0.348663 0.166604 0.638095 16.299940

Antenna 7: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 12.176497 -1.164794 -0.871105 0.429635 -0.800371 1.462356 -0.177500 12.176497 0.868358

Antenna 7: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 11.383624 -1.176165 -0.791541 0.551802 -0.774806 0.090923 -0.179128 11.383624 0.283549

Antenna 7: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 6.664838 -0.986230 -0.982748 -0.538319 0.603679 -0.523192 0.160979 0.365094 6.664838

Antenna 7: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 9.213283 -1.141851 -0.340604 0.440322 -0.687183 0.312294 0.333198 9.213283 1.478844

Antenna 7: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 3.370621 -0.655124 1.825787 -0.984828 0.915915 0.675981 1.183987 0.341985 3.370621

Antenna 7: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 14.646545 -1.306462 -0.117275 -0.892427 -1.149996 0.011803 0.071676 14.646545 0.481651

Antenna 7: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Power 101.666527 18.639942 14.494798 101.666527 96.842018 nan nan -30.920487 -29.231224

Antenna 7: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.601533 -1.495971 -1.565202 -0.460567 -0.039868 0.868917 -0.667253 7.601533 0.380765

Antenna 7: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 35.403296 -0.472209 -0.023014 -0.931943 -0.621317 6.810993 5.405208 35.403296 30.328178

Antenna 7: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 36.563631 0.813348 0.788325 -0.810022 -0.880162 15.439660 13.818419 36.563631 30.757427

Antenna 7: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 8.134188 -0.942873 -1.117721 -0.201153 -0.651515 -0.456023 -0.899052 0.795148 8.134188

Antenna 7: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Shape 1.768013 -0.027462 1.768013 -0.669881 -0.007159 0.220334 -0.791950 0.732274 0.449882

Antenna 7: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 14.052473 -0.732917 -1.321009 -0.013168 -0.450714 1.769550 1.522177 1.656352 14.052473

Antenna 7: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 29.713488 -1.890707 -1.704266 -0.491524 -0.164774 0.228500 0.143087 29.713488 3.283286

Antenna 7: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 42.021504 -0.946048 -0.534263 -0.483329 0.003253 0.762367 0.004711 42.021504 4.706579

Antenna 7: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 7.194386 -1.113635 -1.147840 0.875096 0.822608 -0.005495 4.066729 1.265590 7.194386

Antenna 7: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 7: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok ee Temporal Variability 10.623472 -0.579572 -0.597462 -0.613913 -0.186226 9.786142 10.623472 4.956627 2.386569

Antenna 7: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 29.845771 -1.217356 -0.833285 0.036548 -0.475561 8.440015 8.343996 10.873896 29.845771

Antenna 7: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
7 N02 digital_ok nn Temporal Discontinuties 6.011210 -1.044600 -1.219268 0.787282 0.950737 0.347846 0.007621 6.011210 -0.308359
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